QUBO formulation using inequalities for problems with complex constraints.
Tomoko KomiyamaTomohiro SuzukiPublished in: HPC Asia (2024)
Keyphrases
- optimization problems
- solving complex
- complex real world problems
- constrained problems
- integer program
- real world
- mixed integer
- mixed integer program
- binary variables
- economic load dispatch
- classes of valid inequalities
- elementary functions
- linear inequalities
- valid inequalities
- benchmark problems
- np complete
- lp relaxation
- convex relaxation
- cutting plane
- mixed integer programming
- optimization criteria
- semidefinite programming
- constraint satisfaction
- complex systems
- neural network